{"id":"W4319077616","doi":"10.1007/s40831-023-00650-z","title":"Development and Performance of Ochre (Anhyd. Fe2O3) Added CaO–CaF2–TiO2–SiO2 Fluxes for Welding Electrode","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Metallurgy","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Metallurgy; Welding; Microstructure; Coating; Austenite; Electrode; Ferrite (magnet); Shielded metal arc welding; Arc welding; Composite material; Gas tungsten arc welding","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002154548,0.0002802711,0.0002068936,0.0002586396,0.0001828025,0.0003794688,0.0003536174,0.0004354195,0.001260312],"category_scores_gemma":[0.0002408669,0.0001469148,0.0002511126,0.0002015292,0.000104264,0.000304712,0.0001573362,0.0002481255,0.0003231877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437736,"about_ca_system_score_gemma":0.0001498123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050259,"about_ca_topic_score_gemma":0.002919248,"domain_scores_codex":[0.9998785,0.00000841442,0.0000123783,0.00003123064,0.00004676379,0.0000227324],"domain_scores_gemma":[0.9999073,0.00001524143,0.00001753638,0.00001223685,0.00003636946,0.0000113607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006177005,0.00001411206,0.0001302806,0.00005324693,0.000002692733,0.00002636161,0.00001648967,0.00008528927,0.998187,0.00004270835,0.00003340772,0.001346603],"study_design_scores_gemma":[0.000006009421,0.0001160372,0.001119522,0.000002696843,0.000006095772,0.00002105595,0.00001428722,0.0005510021,0.9973927,0.0000083704,0.0007596363,0.000002563445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944955,0.0005903802,0.002686576,0.00005498833,0.00003952992,0.00002940911,0.0002019223,0.00009780523,0.001803915],"genre_scores_gemma":[0.9933255,0.0004073286,0.003308745,0.00001516006,0.000009028305,0.00002320044,0.0001997456,0.00002968496,0.002681597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001260312,"threshold_uncertainty_score":0.004216135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0111010110113639,"score_gpt":0.2249203482390798,"score_spread":0.2138193372277159,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}